The llms.txt specification has a version 2, with companion markdown pages and standardized HTTP headers. See the roadmap for migrating a Brazilian site, and what, honestly, still can't be proven about whether AI bots actually read it.
The llmstxt.org specification reached its second version after two years of adoption since 2024. For those doing GEO, the question that matters is whether publishing the file actually moves traffic or only serves those who already publish on their own.
Between October 31 and November 2, 2026, the SEO community spotted Google replacing the Knowledge Panel with AI Overviews in the right-hand column for searches like [Apple]. The change reopens the dispute over who controls brand narrative in search results.
Google Search Central documentation shows that AI Overviews and AI Mode come in together with Web traffic in Search Console, with no filter of their own. See the honest method for measuring GEO impact without relying on third-party estimates.
Google Search Central's documentation on favicons was updated in September 2026 and reinforces rules that many redirect chains and misconfigured CDNs break without anyone noticing.
Guide updated in December 2025 explains how AI Overviews and AI Mode select supporting pages, but makes one thing clear: appearing in an AI response doesn't always generate a trackable click.
Google Search Central documentation confirms it: clicks from AI Overviews and AI Mode land in the same bucket as traditional search traffic in Search Console. There's no dedicated filter, and that changes how growth teams need to think about measurement.
Official Google Search Central guide, updated in December 2025, brings together in one place the technical directives that control whether a page enters the responses generated by AI Overviews and AI Mode.
Product structured data: the step-by-step guide to auditing JSON-LD in Search Console
Google updated the AI Max documentation to announce an automatic recommendation that builds, with one click, a 50/50 A/B test between the current search campaign and an AI-powered version. The decision to scale still belongs to whoever manages the account.
Search Console has no filter to separate AI Overviews and AI Mode, Google documentation shows
Search Central's guide, updated in December 2025, lists the technical conditions for a site to become a cited source in AI Overviews and AI Mode. The answer is uncomfortable for anyone looking for a magic schema: the requirements are the same as traditional SEO.
Google Search Central documentation shows that pages shown in AI Overviews are counted together with traditional results, under the Web search type in Search Console. Without dedicated segmentation, measuring the impact of generative search requires cross-referencing indirect signals.
Google Search Central's documentation confirms it: clicks from AI-generated Overviews are lumped together with traditional search in the performance report, with no dedicated filter. Here's how to measure GEO's effect anyway.
